{"id":"W2990008823","doi":"10.1016/j.resuscitation.2019.11.011","title":"Frailty and associated outcomes and resource utilization following in-hospital cardiac arrest","year":2019,"lang":"en","type":"article","venue":"Resuscitation","topic":"Frailty in Older Adults","field":"Medicine","cited_by":56,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institut du Savoir Montfort; Bruyère; Sinai Health System; University of Alberta; Queen's University; McMaster University; University of Toronto; Ottawa Public Health; Impact; Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Odds ratio; Confidence interval; Confounding; Logistic regression; Emergency medicine; Odds; Return of spontaneous circulation; Retrospective cohort study; Internal medicine; Intensive care medicine; Cardiopulmonary resuscitation; Resuscitation","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002651487,0.0001035389,0.0002324853,0.000112675,0.00003707739,0.0000303047,0.0000250971,0.0001025349,0.000005234549],"category_scores_gemma":[0.0008087934,0.00009914731,0.0000422791,0.0001972317,0.00002499489,0.0001684471,0.00002415524,0.0001156384,0.00001249351],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008079642,"about_ca_system_score_gemma":0.00002313292,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007066949,"about_ca_topic_score_gemma":0.00004187687,"domain_scores_codex":[0.9991082,0.00006167356,0.0001933904,0.0002394662,0.0002403523,0.0001569054],"domain_scores_gemma":[0.9994707,0.0002207807,0.00006521131,0.0001375414,0.00004270022,0.00006307324],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002658392,0.0000451425,0.9927721,0.00005447877,0.0000499566,0.00000641547,0.00178263,0.000008460568,0.0009902628,0.0001234431,0.0004189755,0.003721527],"study_design_scores_gemma":[0.001847938,0.0001358048,0.9947608,0.0002067278,0.00003829473,2.394598e-7,0.000721121,0.0007292604,0.0000844922,0.000172596,0.001196754,0.0001059972],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995118,0.0002332236,0.00002059859,0.001704756,0.0005424268,0.0004965191,0.000006625063,0.00004976929,0.001828083],"genre_scores_gemma":[0.9988828,0.00003275782,0.0001900396,0.000103648,0.00003074143,0.000009253258,0.0001136364,0.00001706793,0.0006200913],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003764766,"threshold_uncertainty_score":0.404311,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02000422014786073,"score_gpt":0.2893416894257347,"score_spread":0.269337469277874,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}